How The AI ROI Moment Could Reshape Startup Funding
Originally published on Forbes
I see public markets increasingly hinging on a specific moment: when AI delivers a return on what has turned out to be a historically unprecedented investment in the technology. Expectations of what that moment looks like have fueled a significant run in public markets, and it’s been essential in maintaining the strength of the market despite an ever-growing number of macro headwinds.
Once large organizations begin reporting measurable gains—such as margin expansion, higher productivity, faster product roadmaps and record R&D progress—the results of prior investments will finally have something tangible to be measured against. So far, though, most of these gains have not translated into quantifiable results. Yet many investors have bought heavily into the narrative.
Why This Cycle Feels Different
Most venture investments in AI startups have been concentrated among a small number of leading names rather than across the broader industry ecosystem. This is a deviation from the historical norm in venture. I believe investors have learned from previous cycles and have adjusted their strategy to concentrate on a few large bets. In theory, this reduces their upfront risk and keeps powder dry to be leveraged in a boom scenario or preserved in the event ROI expectations don’t pan out.
In what I see as the likely event where the AI ROI moment delivers, investors will have a massive amount of catching up to do—what I predict to be a flood of capital across a startup ecosystem. Additionally, that capital will be invested in an ecosystem that’s been conditioned to be capital-efficient and deeply competitive.
An amount of capital that large, needing to move that fast, means founders could have enormous leverage in funding rounds. Valuations across the ecosystem could skyrocket, as there will be data to measure the actual real-world outcomes of their products.
In the event that happens, founders need to prepare for chaotic, fast-moving funding rounds where preparation around due diligence and growth planning will be key. Competition for talent could also be a real constraint (although deployment and integration of agentic systems could help offset this).
For those venture funds willing to invest wisely and select startups with the greatest premium potential, current valuations could be extremely lucrative. Not only that, but I think this is likely the last round where we can still have this kind of leverage. These startups have been fighting for scraps, despite building what looks to possibly become trillion-dollar products.
Risk And Reward In An Amplified Cycle
I think this cycle is shaping up to really test the high-risk, high-reward thesis to the core. There’s always been a fine line in venture between being a cowboy and a visionary; the household venture capitalists (VCs) of today earned their positions not only by being proven right in their vision, but by how much they believed in that vision (and how big they bet on it) before it was proven in the market. There are plenty of forgotten names who did the same, but ultimately were incorrect.
I don't want to downplay the potential risk, because both risk and reward have been amplified in this cycle. But this is what we signed up for as early-stage investors. Deciding where you want to be on the bell curve between cowboy and something more conservative is the primary focus right now.
While the reward half is fairly obvious, the risk side is more complicated; these risks are numerous and could manifest across multiple vectors. It’s not as simple as being right or wrong on the AI ROI timing.
First, there’s a risk associated with concentrating capital into a limited basket of startups or slowing investments across other sectors during a "wait and see" period. There’s also a risk that contrarian instincts are overpowered by a very real hype cycle. There’s always an opportunity cost associated with deep conviction.
Additionally, if this AI ROI moment arrives as predicted, a new set of risks comes with it. Once an early signal is established, venture investors have a history of overdeploying into astronomical valuations, making questionable deals driven by competition and overlooking standard best practices around due diligence, legal and other crucial elements in favor of speed.
Founders aren’t immune to the dynamics of these types of frothy markets. Taking on too much capital and committing to overly optimistic growth targets and timelines is a common pitfall. Investor dilution, hasty allocation of board seats, suspension of the capital efficiency paradigms and other business fundamentals can create systemic issues that lead to long-term complications and even failures.
Positioning For The Moment
If you’re the founder of an AI startup, you have basically two choices. One, be laser-focused on demonstrating how your startup is going to outcompete during that coming flood of capital, with the very transparent acknowledgement of the risk that presents.
Or, you can demonstrate how you are wisely positioned for both scenarios. That’s a thin tightrope to walk, but I think there’s enough nuance there for you to appeal to both the cowboys and the low-risk investor audiences.
Demonstrating that you understand the magnitude of the coming moment and that you have precise, actionable, realistic plans for both outcomes is essential. You want a detailed plan on valuation ranges, revenue targets and hiring (or agentic) strategies. Ongoing conversations with a list of dream investors poised for the growth scenario can go a long way.
Behind door number two, have an equally detailed plan on how capital efficiency and solid fundamentals can still deliver on revenue targets and core growth goals even in the event that ROI moment is farther out on the horizon or underperforms. Developing agentic workflows now is a wise approach to this because it plays into both scenarios and scales both ways.
Crack the code on how to address both avenues and you should attract the right capital and the right investors to thrive for either outcome.
The information provided here is not investment, tax, or financial advice. You should consult with a licensed professional for advice concerning your specific situation.